Maximum Likelihood Estimates of Gaussian Processes


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Documentation for package ‘mlegp’ version 2.2.6

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mlegp-package mlegp package
anyReps Gaussian Process Nugget Related Functions
calcMainEffect Sensitivity Analysis for Gaussian Processes and Gaussian Process Lists
calcPredictionError Gaussian Process Predictions
estimateNugget Gaussian Process Nugget Related Functions
FANOVADecomposition Sensitivity Analysis for Gaussian Processes and Gaussian Process Lists
FANOVADecomposition.gp.list Sensitivity Analysis for Gaussian Processes and Gaussian Process Lists
is.gp Gaussian Process and Gaussian Process Lists
mlegp mlegp: maximum likelihood estimation of Gaussian process parameters
nice FANOVA formatting functions
nugget Gaussian Process Nugget Related Functions
plot.gp Diagnostic Plots for Gaussian processes
plot.gp.list Diagnostics Plots for Gaussian Process Lists
plotInteractionEffect Sensitivity Analysis for Gaussian Processes and Gaussian Process Lists
plotMainEffects Sensitivity Analysis for Gaussian Processes and Gaussian Process Lists
plotMainEffects.gp.list Sensitivity Analysis for Gaussian Processes and Gaussian Process Lists
plotMainEffectsUsingPCWeights Sensitivity Analysis for Gaussian Processes and Gaussian Process Lists
plotObservedEffects Plot Observed Values Vs. Each Dimension of the Design Matrix
plotObservedEffectsDefault Plot Observed Values Vs. Each Dimension of the Design Matrix
predict.gp Gaussian Process Predictions
predictMu Gaussian Process Predictions
predictNewZ Gaussian Process Predictions
print.gp Gaussian Process Summary Information
print.gp.list Gaussian Process List Summary Information
summary.gp Gaussian Process Summary Information
summary.gp.list Gaussian Process List Summary Information
varPerReps Gaussian Process Nugget Related Functions